Fusion spiking neural network information processing method and fusion spiking neural network
A technology of spiking neural network and information processing method, applied in the field of neural network chips, can solve the problems of high degree of reuse and low versatility of specific spiking neural network in storage area, achieve high degree of reuse, improve efficiency, overcome storage problems, etc. large area effect
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[0026] The present invention will be described in detail below in conjunction with the accompanying drawings and specific embodiments. This embodiment is carried out on the premise of the technical solution of the present invention, and detailed implementation and specific operation process are given, but the protection scope of the present invention is not limited to the following embodiments.
[0027] The inventors discovered based on research that one neuron is connected with more than 1000 axons. Assume that the number of input axons of a neuron nucleus is 1024, and the number of neurons in the neuron nucleus is 1024; assuming that the synaptic connection is represented by 1 bit (1 means connected, 0 means unconnected), the synaptic connection RAM of this nucleus The size is 1024*1024*1 bit=128K bytes. If a chip integrates 1 million neurons, the size of the synaptic connection RAM is 256M bytes. Such a RAM area is too large. Such a spiking neural network storing a large...
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